\n\n \n\n \n\n \n \n\n \n\n \n \n\n \n\n \n

\n generated by\n \n $\"bibbase.org\"\n$ \n \n

\n \n\n

\n\n

\n \n Group by\n \n \n
- \n Year\n
- \n Author\n
- \n Type\n
- \n Keyword\n
- \n Downloads\n
\n
\n \n \n \n \n
- \n \n Expand/Collapse All\n \n
- \n \n Download BibTeX\n \n
- \n \n RSS Feed\n \n
\n

\n\n\n

\n\n Excellent! Next you can\n create a new website with this list, or\n embed it in an existing web page by copying & pasting\n any of the following snippets.\n\n

\n JavaScript\n (easiest)\n

\n            <script src=\"https://bibbase.org/show?bib=http%3A%2F%2Fwww.macs.hw.ac.uk%2F%7Eml355%2Fcommon%2Fbib%2Flonespubs.bib&jsonp=1&theme=simple&jsonp=1\"></script>\n

\n\n PHP\n

\n            <?php\n            $contents = file_get_contents(\"https://bibbase.org/show?bib=http%3A%2F%2Fwww.macs.hw.ac.uk%2F%7Eml355%2Fcommon%2Fbib%2Flonespubs.bib&jsonp=1&theme=simple\");\n            print_r($contents);\n            ?>\n

\n\n iFrame\n (not recommended)\n

\n            <iframe src=\"https://bibbase.org/show?bib=http%3A%2F%2Fwww.macs.hw.ac.uk%2F%7Eml355%2Fcommon%2Fbib%2Flonespubs.bib&jsonp=1&theme=simple\"></iframe>\n

\n\n

\n For more details see the documention.\n

\n\n

\n\n This is a preview! To use this list on your own web site\n or create a new web site from it,\n create a free account. The file will be added\n and you will be able to edit it in the File Manager.\n We will show you instructions once you've created your account.\n

\n\n

To the site owner:

\n\n

Action required! Mendeley is changing its\n API. In order to keep using Mendeley with BibBase past April\n 14th, you need to:\n

renew the authorization for BibBase on Mendeley, and
update the BibBase URL\n in your page the same way you did when you initially set up\n this page.\n

\n\n

\n \n \n Fix it now\n

\n\n

\n\n\n

\n \n \n

\n \n 2023\n \n \n (2)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n Evolutionary Machine Learning in Medicine.\n \n \n \n\n\n \n Lones, M. A.; and Smith, S. L.\n\n\n \n\n\n\n In Banzhaf, W.; Machado, P.; and Zhang, M., editor(s), Handbook of Evolutionary Machine Learning, pages 591–609. Springer, 2023.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InCollection{Lones2023_eml_in_medicine,\n  title={Evolutionary Machine Learning in Medicine},\n  author={Lones, Michael A. and Smith, Stephen L.},\n  booktitle={Handbook of Evolutionary Machine Learning},\n  pages={591--609},\n  editor={Banzhaf, Wolfgang and Machado, Penousal and Zhang, Mengjie},\n  year={2023},\n  publisher={Springer},\n  doi={10.1007/978-981-99-3814-8_20}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n DroidDissector: A Static and Dynamic Analysis Tool for Android Malware Detection.\n \n \n \n\n\n \n Muzaffar, A.; Ragab Hassen, H.; Zantout, H.; and Lones, M. A.\n\n\n \n\n\n\n In Proceedings of the International Conference on Applied CyberSecurity (ACS) 2023, pages 3–9, 2023. Springer\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{Muzaffar2023_droiddissector,\n  title={DroidDissector: A Static and Dynamic Analysis Tool for Android Malware Detection},\n  author={Muzaffar, Ali and Ragab Hassen, Hani and Zantout, Hind and Lones, Michael A.},\n  booktitle={Proceedings of the International Conference on Applied CyberSecurity (ACS) 2023},\n  pages={3--9},\n  year={2023},\n  organization={Springer},\n  doi={10.1007/978-3-031-40598-3_1}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2022\n \n \n (8)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n A Review of Capsule Networks in Medical Image Analysis.\n \n \n \n\n\n \n El-Shimy, H.; Zantout, H.; Lones, M. A.; and El Gayar, N.\n\n\n \n\n\n\n In Proceedings of the IAPR Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR) 2022, pages 65–80, 2022. Springer\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{ElShimy2022_capsule_nets_medical,\n  title={A Review of Capsule Networks in Medical Image Analysis},\n  author={El-Shimy, Heba and Zantout, Hind and Lones, Michael A. and El Gayar, Neamat},\n  booktitle={Proceedings of the IAPR Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR) 2022},\n  pages={65--80},\n  year={2022},\n  organization={Springer},\n  doi={10.1007/978-3-031-20650-4_6}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Measuring the impact of nonpharmaceutical interventions on the SARS-CoV-2 pandemic at a city level: An agent-based computational modelling study of the City of Natal.\n \n \n \n\n\n \n Lopes, P.; Wellacott, L.; de Almeida, L.; Villavicencio, L. M. M.; de Lucena Moreira, A. L.; Andrade, D. S.; de Sousa, R. K. R.; de Souza Silva, P.; Lima, L.; Lones, M. A.; do Nascimento Jr., J.; Vargas, P. A.; Moioli, R. C.; Figuerola, W. B.; and Rennó-Costa, C.\n\n\n \n\n\n\n PLOS Global Public Health, (10): e0000540. 2022.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Lopes2022_plosglobalpublichealth_natal,\n  author    = {Lopes, P. and Wellacott, L. and de Almeida, L. and Villavicencio, L. M. M. and de Lucena Moreira, A. L. and Andrade, D. S. and de Sousa, R. K. R. and de Souza Silva, P. and Lima, L. and Lones, M. A. and do Nascimento Jr., J.-D. and Vargas, P. A. and Moioli, R. C. and Figuerola, W. B. and Rennó-Costa, C.},\n  title     = {Measuring the impact of nonpharmaceutical interventions on the SARS-CoV-2 pandemic at a city level: An agent-based computational modelling study of the City of Natal},\n  journal   = {PLOS Global Public Health},\n  year      = {2022},\n  number    = {10},\n  pages     = {e0000540},\n  doi       = {10.1371/journal.pgph.0000540}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Comparing Complexities of Decision Boundaries for Robust Training: A Universal Approach.\n \n \n \n\n\n \n Kienitz, D.; Komendantskaya, E.; and Lones, M. A.\n\n\n \n\n\n\n In Proceedings of the Asian Conference on Computer Vision (ACCV 2022), pages 4495–4513, 2022. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Kienitz2022_accv_comparing_complexities,\n  author    = {D. Kienitz and E. Komendantskaya and M. A. Lones},\n  title     = {Comparing Complexities of Decision Boundaries for Robust Training: A Universal Approach},\n  booktitle = {Proceedings of the Asian Conference on Computer Vision (ACCV 2022)},\n  year      = {2022},\n  pages     = {4495--4513},\n  doi       = {10.1007/978-3-031-26351-4_38}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n An in-depth review of machine learning based Android malware detection.\n \n \n \n\n\n \n Muzaffar, A.; Ragab Hassan, H.; Lones, M. A.; and Zantout, H.\n\n\n \n\n\n\n Computers & Security, 121: 102833. 2022.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Muzaffar2022_machine_learning_android_malware_detection,\n  author    = {Muzaffar, A. and Ragab Hassan, H. and Lones, M. A. and Zantout, H.},\n  title     = {An in-depth review of machine learning based Android malware detection},\n  journal   = {Computers \\& Security},\n  year      = {2022},\n  volume    = {121},\n  pages     = {102833},\n  doi       = {10.1016/j.cose.2022.102833}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Why Functional Program Synthesis Matters (In the Realm of Genetic Programming).\n \n \n \n\n\n \n Garrow, F.; Lones, M. A.; and Stewart, R.\n\n\n \n\n\n\n In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 1844–1853, 2022. ACM\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Garrow2022_why_functional_programming_matters,\n  author    = {F. Garrow and M. A. Lones and R. Stewart},\n  title     = {Why Functional Program Synthesis Matters (In the Realm of Genetic Programming)},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},\n  year      = {2022},\n  pages     = {1844--1853},\n  publisher = {ACM},\n  doi       = {10.1145/3520304.3534045}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n IoTDevID: A Behavior-Based Device Identification Method for the IoT.\n \n \n \n\n\n \n Kostas, K.; Just, M.; and Lones, M. A.\n\n\n \n\n\n\n IEEE Internet of Things Journal, 9(23): 23741–23749. 2022.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Kostas2022_IoTDevID,\n  author    = {Kostas, K. and Just, M. and Lones, M. A.},\n  title     = {IoTDevID: A Behavior-Based Device Identification Method for the IoT},\n  journal   = {IEEE Internet of Things Journal},\n  year      = {2022},\n  volume    = {9},\n  number    = {23},\n  pages     = {23741--23749},\n  doi       = {10.1109/JIOT.2022.3191951}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Android Malware Detection Using API Calls: A Comparison of Feature Selection and Machine Learning Models.\n \n \n \n\n\n \n Muzaffar, A.; Ragab Hassan, H.; Lones, M. A.; and Zantout, H.\n\n\n \n\n\n\n In Proceedings of the International Conference on Applied CyberSecurity (ACS) 2021, volume 378, of Lecture Notes in Networks and Systems, 2022. Springer\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Muzaffar2021_android_malware_feature_selection,\n  author    = {Muzaffar, A. and Ragab Hassan, H. and Lones, M. A. and Zantout, H.},\n  title     = {Android Malware Detection Using API Calls: A Comparison of Feature Selection and Machine Learning Models},\n  booktitle = {Proceedings of the International Conference on Applied CyberSecurity (ACS) 2021},\n  series    = {Lecture Notes in Networks and Systems},\n  Volume    = {378},\n  year      = {2022},\n  publisher = {Springer},\n  doi       = {10.1007/978-3-030-95918-0_1},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n The Effect of Manifold Entanglement and Intrinsic Dimensionality on Learning.\n \n \n \n\n\n \n Kienitz, D.; Komendantskaya, E.; and Lones, M. A.\n\n\n \n\n\n\n In Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, pages 7160–7167, 2022. AAAI Press\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Kienitz2022_aaai_manifold_entanglement,\n  author    = {D. Kienitz and E. Komendantskaya and M. A. Lones},\n  title     = {The Effect of Manifold Entanglement and Intrinsic Dimensionality on Learning},\n  booktitle = {Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence},\n  year      = {2022},\n  pages     = {7160--7167},\n  publisher = {AAAI Press},\n  doi       = {10.1609/aaai.v36i7.20676}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2021\n \n \n (7)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n Evolving continuous optimisers from scratch.\n \n \n \n\n\n \n Lones, M. A.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 22: 395–428. 2021.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Lones2021_evolving_continuous_optimisers,\n  author    = {Lones, M. A.},\n  title     = {Evolving continuous optimisers from scratch},\n  journal   = {Genetic Programming and Evolvable Machines},\n  volume    = {22},\n  pages     = {395--428},\n  year      = {2021},\n  doi       = {10.1007/s10710-021-09414-8}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Parkinson’s Disease Diagnosis using Convolutional Neural Networks and Figure-copying Tasks.\n \n \n \n\n\n \n Alissa, M.; Lones, M. A.; Cosgrove, J.; Alty, J.; Jamieson, S.; Smith, S. L.; and Vallejo, M.\n\n\n \n\n\n\n Neural Computing and Applications. 2021.\n in press\n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Alissa2021_parkinsons_cnn,\n  author    = {Alissa, M. and Lones, M. A. and Cosgrove, J. and Alty, J. and Jamieson, S. and Smith, S. L. and Vallejo, M.},\n  title     = {Parkinson’s Disease Diagnosis using Convolutional Neural Networks and Figure-copying Tasks},\n  journal   = {Neural Computing and Applications},\n  note      = {in press},\n  year      = {2021},\n  doi       = {10.1007/s00521-021-06469-7}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n A data-driven biophysical computational model of Parkinson's Disease based on marmoset monkeys.\n \n \n \n\n\n \n Ranieri, C. M; Pimentel, J. M.; Romano, M.; Elias, L.; Romero, R. A. F.; Lones, M. A.; Araujo, M. F. P.; Vargas, P. A.; and Moioli, R. C.\n\n\n \n\n\n\n IEEE Access, 9: 122548–122567. 2021.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Ranieri2021_parkinsons_marmoset_model,\n  author    = {Ranieri, C. M and Pimentel, J. M. and Romano, M. and Elias, L. and Romero, R. A. F. and Lones, M. A. and Araujo, M. F. P. and Vargas, P. A. and Moioli, R. C.},\n  title     = {A data-driven biophysical computational model of Parkinson's Disease based on marmoset monkeys},\n  journal   = {IEEE Access},\n  volume    = {9},\n  pages     = {122548--122567},\n  year      = {2021},\n  doi       = {10.1109/ACCESS.2021.3108682}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Significant cognitive decline in Parkinson's disease exacerbates the reliance on visual feedback during upper limb reaches.\n \n \n \n\n\n \n Cosgrove, J.; Hinder, M. R; St George, R.; Picardi, C.; Smith, S. L; Lones, M. A.; Jamieson, S.; and Alty, J.\n\n\n \n\n\n\n Neuropsychologica, 157: 107885. 2021.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Cosgrove2021_parkinsons_visual_feedback,\n  author    = {Cosgrove, J. and Hinder, M. R and St George, R. and Picardi, C. and Smith, S. L and Lones, M. A. and Jamieson, S. and Alty, J.},\n  title     = {Significant cognitive decline in Parkinson's disease exacerbates the reliance on visual feedback during upper limb reaches},\n  journal   = {Neuropsychologica},\n  volume    = {157},\n  pages     = {107885},\n  year      = {2021},\n  doi       = {10.1016/j.neuropsychologia.2021.107885}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Anomaly Detection for Insider Threats: An Objective Comparison of Machine Learning Models and Ensembles.\n \n \n \n \n\n\n \n Bartoszewski, F.; Just, M.; Lones, M. A.; and Mandrychenko, O.\n\n\n \n\n\n\n In ICT Systems Security and Privacy Protection (SEC 2021), volume 625, of IFIP Advances in Information and Communication Technology, 2021. Springer\n \n\n\n\n
\n\n\n\n \n \n $\"Anomaly$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Bartoszewski2021_insider_threats,\n  author    = {Bartoszewski, F. and Just, M. and Lones, M. A. and Mandrychenko, O.},\n  title     = {Anomaly Detection for Insider Threats: An Objective Comparison of Machine Learning Models and Ensembles},\n  booktitle = {ICT Systems Security and Privacy Protection (SEC 2021)},\n  series    = {IFIP Advances in Information and Communication Technology},\n  Volume    = {625},\n  year      = {2021},\n  publisher = {Springer},\n  doi       = {10.1007/978-3-030-78120-0_24},\n  url       = {https://researchportal.hw.ac.uk/files/44517869/IFIP_SEC2021_paper_83.pdf}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Evaluation of recurrent neural network models for Parkinson's disease classification using drawing data.\n \n \n \n\n\n \n Shenoy, A.; Lones, M. A.; Smith, S. L.; and Vallejo, M.\n\n\n \n\n\n\n In 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021), 2021. IEEE\n in press\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Shenoy2021_RNNs_parkinsons,\n  author    = {Shenoy, A. and Lones, M. A. and Smith, S. L. and Vallejo, M.},\n  title     = {Evaluation of recurrent neural network models for Parkinson's disease classification using drawing data},\n  booktitle = {43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021)},\n  year      = {2021},\n  publisher = {IEEE},\n  note      = {in press}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Optimising Boolean Synthetic Regulatory Networks to Control Cell States.\n \n \n \n \n\n\n \n Taou, N.; and Lones, M. A.\n\n\n \n\n\n\n IEEE/ACM Transactions on Computational Biology and Bioinformatics, 18(6): 2649–2658. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"Optimising$ link\n \n \n \n $\"Optimising$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{TaouLones2020_tcbb_rbncontrol,\n  author = {Taou, Nadia and Lones, Michael Adam},\n  title = {Optimising Boolean Synthetic Regulatory Networks to Control Cell States},\n  journal = {IEEE/ACM Transactions on Computational Biology and Bioinformatics},\n  year = {2021},\n  volume = {18},\n  number = {6},\n  pages = {2649--2658},\n  url_Link  = {https://doi.org/10.1109/TCBB.2020.2973636},\n  url = {https://researchportal.hw.ac.uk/files/29191028/optimising_boolean_networks_control_tcbb_taou_lones_2020.pdf},\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2020\n \n \n (5)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n Machine learning discriminates a movement disorder in a zebrafish model of Parkinson's disease.\n \n \n \n\n\n \n Hughes, G. L.; Lones, M. A.; Bedder, M.; Currie, P. D.; Smith, S. L.; and Pownall, M. E.\n\n\n \n\n\n\n Disease Models & Mechanisms, 13: dmm045815. 2020.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Hughes2020_parkinsons_zebrafish_ML,\n  author    = {Hughes, G. L. and Lones, M. A. and Bedder, M. and Currie, P. D. and Smith, S. L. and Pownall, M. E.},\n  title     = {Machine learning discriminates a movement disorder in a zebrafish model of Parkinson's disease},\n  journal   = {Disease Models {\\&} Mechanisms},\n  volume    = {13},\n  pages     = {dmm045815},\n  year      = {2020},\n  doi       = {10.1242/dmm.045815}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Neural-Guided Particle Swarm Optimization.\n \n \n \n \n\n\n \n Benhalem, A. M.; and Lones, M. A.\n\n\n \n\n\n\n In Proceedings of 2020 IEEE Congress on Evolutionary Computation (CEC 2020), 2020. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Neural-Guided$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{BenhalemLones2019_neural_guided_pso,\n  author    = {Benhalem, Amani M. and Lones, Michael Adam},\n  title     = {Neural-Guided Particle Swarm Optimization},\n  booktitle = {Proceedings of 2020 IEEE Congress on Evolutionary Computation (CEC 2020)},\n  year      = {2020},\n  publisher = {IEEE},\n  doi       = {10.1109/CEC48606.2020.9185700},\n  url       = {https://researchportal.hw.ac.uk/files/41400735/BenhalemLones_CEC2020_final_IEEE.pdf}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Relative Robustness of Quantized Neural Networks Against Adversarial Attacks.\n \n \n \n \n\n\n \n Duncan, K.; Komendantskaya, E.; Stewart, R.; and Lones, M. A.\n\n\n \n\n\n\n In Proceedings of 2020 International Joint Conference on Neural Networks (IJCNN 2020), 2020. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Relative$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Duncan2020_relative_robustness_qnns,\n  author    = {Duncan, K. and Komendantskaya, E. and Stewart, R. and Lones, M. A.},\n  title     = {Relative Robustness of Quantized Neural Networks Against Adversarial Attacks},\n  booktitle = {Proceedings of 2020 International Joint Conference on Neural Networks (IJCNN 2020)},\n  year      = {2020},\n  publisher = {IEEE},\n  doi       = {10.1109/CEC48606.2020.9185700},\n  url       = {https://researchportal.hw.ac.uk/files/41052910/ijcnn_2020.pdf}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Optimising Optimisers with Push GP.\n \n \n \n \n\n\n \n Lones, M. A.\n\n\n \n\n\n\n In Proceedings of the 2020 European Conference on Genetic Programming (EuroGP), volume 12101, of Lecture Notes in Computer Science, 2020. Springer\n \n\n\n\n
\n\n\n\n \n \n $\"Optimising$ link\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lones2019arxiv_optimising_optimisers,\n  author    = {Lones, Michael Adam},\n  title     = {Optimising Optimisers with Push GP},\n  booktitle = {Proceedings of the 2020 European Conference on Genetic Programming (EuroGP)},\n  year      = {2020},\n  url_Link  = {https://arxiv.org/abs/1910.00945},\n  volume    = {12101},\n  series    = {Lecture Notes in Computer Science},\n  publisher = {Springer},\n  isbn      = {9783030440947},\n  doi       = {10.1007/978-3-030-44094-7_7},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Mitigating Metaphors: A Comprehensible Guide to Recent Nature-Inspired Algorithms.\n \n \n \n \n\n\n \n Lones, M. A.\n\n\n \n\n\n\n SN Computer Science, 1: 49. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"Mitigating$ link\n \n \n \n $\"Mitigating$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Lones2019_mitigating_metaphors,\n  author = {Lones, Michael Adam},\n  title = {Mitigating Metaphors: A Comprehensible Guide to Recent Nature-Inspired Algorithms},\n  journal = {SN Computer Science},\n  year = {2020},\n  volume = {1},\n  pages = {49},\n  url_Link  = {https://doi.org/10.1007/s42979-019-0050-8},\n  url = {https://link.springer.com/content/pdf/10.1007%2Fs42979-019-0050-8.pdf},\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2019\n \n \n (2)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Instruction-Level Design of Local Optimisers using Push GP.\n \n \n \n \n\n\n \n Lones, M. A.\n\n\n \n\n\n\n In Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2019), Workshop on Evolutionary Computation for the Automated Design of Algorithms (ECADA), 2019. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Instruction-Level$ link\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lones2019gecco_pushgp_local_optimisers,\n  author    = {Lones, Michael Adam},\n  title     = {Instruction-Level Design of Local Optimisers using Push GP},\n  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2019), Workshop on Evolutionary Computation for the Automated Design of Algorithms (ECADA)},\n  year      = {2019},\n  publisher = {ACM},\n  doi       = {10.1145/3319619.3326806},\n  url_Link  = {https://arxiv.org/abs/1905.10245},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Evolutionary Acquisition of Complex Traits in Artificial Epigenetic Networks.\n \n \n \n\n\n \n Turner, A.; Tyrrell, A.; Trefzer, M.; and Lones, M.\n\n\n \n\n\n\n BioSystems, 176: 17–26. Feb 2019.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Turner2019biosystems_complex_traits,\n\tauthor\t= {Turner, Alexander and Tyrrell, Andrew and Trefzer, Martin and Lones, Michael},\n\ttitle\t= {Evolutionary Acquisition of Complex Traits in Artificial Epigenetic Networks},\n\tjournal\t= {BioSystems},\n\tyear\t= {2019},\n\tmonth\t= {Feb},\n\tvolume\t= {176},\n\tpages\t= {17--26},\n\tdoi\t= {10.1016/j.biosystems.2018.12.001}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2018\n \n \n (6)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n Objective assessment of bradykinesia in Parkinson's disease using evolutionary algorithms: clinical validation.\n \n \n \n\n\n \n Gao, C.; Smith, S.; Lones, M.; Jamieson, S.; Alty, J.; Cosgrove, J.; Zhang, P.; Liu, J.; Chen, Y.; Du, J.; Cui, S.; Zhou, H.; and Chen, S.\n\n\n \n\n\n\n Translational Neurodegeneration, 7: 18. Aug 2018.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Gao2018transneuro_bradykinesia,\n\tauthor\t= {Gao, Chao and Smith, Stephen and Lones, Michael and Jamieson, Stuart and Alty, Jane and Cosgrove, Jeremy and Zhang, Pingchen and Liu, Jin and Chen, Yimeng and Du, Juanjuan and Cui, Shishuang and Zhou, Haiyan and Chen, Shengdi},\n\ttitle\t= {Objective assessment of bradykinesia in Parkinson's disease using evolutionary algorithms: clinical validation},\n\tjournal\t= {Translational Neurodegeneration},\n\tyear\t= {2018},\n\tmonth\t= {Aug},\n\tvolume\t= {7},\n\tpages\t= {18},\n\tdoi\t    = {10.1186/s40035-018-0124-x}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Evolutionary algorithms.\n \n \n \n \n\n\n \n Corne, D. W.; and Lones, M. A.\n\n\n \n\n\n\n In Martí, R.; Panos, P.; and Resende, M., editor(s), Handbook of Heuristics. Springer, 2018.\n \n\n\n\n
\n\n\n\n \n \n $\"Evolutionary$ link\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InCollection{CorneLones2018evolutionary_algorithms,\n  author    = {Corne, David W. and Lones, Michael A.},\n  title     = {Evolutionary algorithms},\n  booktitle = {Handbook of Heuristics},\n  editor    = {Mart{\\'i}, R. and Panos, P. and Resende, M.},\n  year      = {2018},\n  publisher = {Springer},\n  doi       = {10.1007/978-3-319-07153-4_27-1},\n  url_Link  = {https://arxiv.org/abs/1805.11014}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Investigating the use of Boolean Networks for the Control of Gene Regulatory Networks.\n \n \n \n\n\n \n Taou, N. S.; Corne, D. W.; and Lones, M. A.\n\n\n \n\n\n\n Journal of Computational Science, 26: 147-156. 2018.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Taou2018jocs_booleannets,\n  author    = {Taou, N. S. and Corne, D. W., and Lones, Michael A.},\n  title     = {Investigating the use of Boolean Networks for the Control of Gene Regulatory Networks},\n  journal   = {Journal of Computational Science},\n  volume    = {26},\n  pages     = {147-156},\n  year      = {2018},\n  doi       = {10.1016/j.jocs.2018.04.012},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Biochemical fingerprint of colorectal cancer cell lines using label-free live single-cell Raman spectroscopy.\n \n \n \n\n\n \n Gala de Pablo, J.; Armistead, F. J.; Peyman, S. A.; Bonthron, D.; Lones, M. A.; Smith, S. L.; and Evans, S. D.\n\n\n \n\n\n\n Journal of Raman Spectroscopy. 2018.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{GalaDePablo2018jors_fingerprint_colorectal,\n  author    = {Gala de Pablo, J. and Armistead, F. J. and Peyman, S. A. and Bonthron, D. and Lones, M. A. and Smith, S. L. and Evans, S. D.},\n  title     = {Biochemical fingerprint of colorectal cancer cell lines using label-free live single-cell Raman spectroscopy},\n  journal   = {Journal of Raman Spectroscopy},\n  year      = {2018},\n  doi       = {10.1002/jrs.5389},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Towards In Vivo Genetic Programming: Evolving Boolean Networks to Determine Cell States.\n \n \n \n\n\n \n Taou, N. S.; and Lones, M. A.\n\n\n \n\n\n\n In Proceedings of the 2018 European Conference on Genetic Programming (EuroGP), volume 10781, of Lecture Notes in Computer Science, pages 151-165, 2018. Springer\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Taou2018eurogp,\n  author    = {Taou, Nadia Solime and Lones, Michael Adam},\n  title     = {Towards In Vivo Genetic Programming: Evolving Boolean Networks to Determine Cell States},\n  booktitle = {Proceedings of the 2018 European Conference on Genetic Programming (EuroGP)},\n  year      = {2018},\n  volume    = {10781},\n  series    = {Lecture Notes in Computer Science},\n  pages     = {151-165},\n  publisher = {Springer},\n  isbn      = {9783319775524},\n  doi       = {10.1007/978-3-319-77553-1_10},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Using Echo State Networks for Classification: A Case Study in Parkinson’s Disease Diagnosis.\n \n \n \n\n\n \n Lacy, S.; Smith, S. L.; and Lones, M. A.\n\n\n \n\n\n\n Artificial Intelligence in Medicine, 86: 53-59. 2018.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Lacy2018medinai_esn_parkinsons,\n  author    = {Lacy, S. and Smith, Stephen L. and Lones, Michael A.},\n  title     = {Using Echo State Networks for Classification: A Case Study in Parkinson’s Disease Diagnosis},\n  journal   = {Artificial Intelligence in Medicine},\n  year      = {2018},\n  volume    = {86},\n  pages     = {53-59},\n  doi       = {10.1016/j.artmed.2018.02.002},\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2017\n \n \n (4)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Medical Applications of Cartesian Genetic Programming.\n \n \n \n \n\n\n \n Smith, S. L.; and Lones, M. A.\n\n\n \n\n\n\n In Stepney, S.; and Adamatzky, A., editor(s), Inspired by Nature, pages 247-266. Springer, 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Medical$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InCollection{Smith2017cgp_medical,\n  author    = {Smith, Stephen L. and Lones, Michael A.},\n  editor    = {Stepney, Susan and Adamatzky, Andrew},\n  title     = {Medical Applications of Cartesian Genetic Programming},\n  booktitle = {Inspired by Nature},\n  year      = {2017},\n  publisher = {Springer},\n  pages     = {247-266},\n  isbn      = {978-3-319-67997-6},\n  doi       = {10.1007/978-3-319-67997-6_12},\n  url       = {https://doi.org/10.1007/978-3-319-67997-6_12}\n}\n\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n A New Evolutionary Algorithm-Based Home Monitoring Device for Parkinson's Dyskinesia.\n \n \n \n \n\n\n \n Lones, M. A.; Alty, J. E.; Cosgrove, J.; Duggan-Carter, P.; Jamieson, S.; Naylor, R. F.; Turner, A. J.; and Smith, S. L.\n\n\n \n\n\n\n Journal of Medical Systems, 41(11): 176. 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Lones2017jocs_dyskinesia,\n  author    = {Lones, Michael A. and Alty, Jane E. and Cosgrove, Jeremy and Duggan-Carter, Philippa and Jamieson, Stuart and Naylor, Rebecca F. and Turner, Andrew J. and Smith, Stephen L.},\n  title     = {A New Evolutionary Algorithm-Based Home Monitoring Device for Parkinson's Dyskinesia},\n  journal   = {Journal of Medical Systems},\n  year      = {2017},\n  volume    = {41},\n  number    = {11},\n  pages     = {176},\n  issn      = {1573-689X},\n  doi       = {10.1007/s10916-017-0811-7},\n  url       = {https://doi.org/10.1007/s10916-017-0811-7}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Going Through Directional Changes: Evolving Human Movement Classifiers Using an Event Based Encoding.\n \n \n \n\n\n \n Lones, M.; Alty, J.; Cosgrove, J.; Jamieson, S.; and Smith, S.\n\n\n \n\n\n\n In Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2017), Workshop on Medical Applications (MedGEC), 2017. ACM\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lones2017medgec,\n  author    = {Lones, {Michael Adam} and Alty, {Jane E.} and Jeremy Cosgrove and Stuart Jamieson and Smith, {Stephen L.}},\n  title     = {Going Through Directional Changes: Evolving Human Movement Classifiers Using an Event Based Encoding},\n  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2017), Workshop on Medical Applications (MedGEC)},\n  year      = {2017},\n  publisher = {ACM},\n  doi       = {10.1145/3067695.3082490}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Artificial Epigenetic Networks: Automatic Decomposition of Dynamical Control Tasks Using Topological Self-Modification.\n \n \n \n \n\n\n \n Turner, A. P.; Caves, L. S. D.; Stepney, S.; Tyrrell, A. M.; and Lones, M. A.\n\n\n \n\n\n\n IEEE Transactions on Neural Networks and Learning Systems, 28(1): 218-230. 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Artificial$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Turner2017tnnls,\n  author  = {Turner, A. P. and Caves, L. S. D. and Stepney, S. and Tyrrell, A. M. and Lones, M. A.},\n  title   = {Artificial Epigenetic Networks: Automatic Decomposition of Dynamical Control Tasks Using Topological Self-Modification},\n  journal = {IEEE Transactions on Neural Networks and Learning Systems},\n  volume  = {28},\n  number  = {1},\n  pages   = {218-230},\n  year    = {2017},\n  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/turner-aen-tnnls.pdf},\n  doi     = {10.1109/TNNLS.2015.2497142}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2016\n \n \n (11)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n Computing with Artificial Gene Regulatory Networks.\n \n \n \n\n\n \n Lones, M. A.\n\n\n \n\n\n\n In Iba, H.; and Noman, N., editor(s), Evolutionary Computation in Gene Regulatory Network Research, pages 398-424. John Wiley & Sons, Inc., 2016.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InCollection {Lones2016computing_with_agrns,\n  title     = {Computing with Artificial Gene Regulatory Networks},\n  author    = {Lones, Michael A.},\n  publisher = {John Wiley & Sons, Inc.},\n  doi       = {10.1002/9781119079453.ch15},\n  pages     = {398-424},\n  booktitle = {Evolutionary Computation in Gene Regulatory Network Research},\n  editor    = {Iba, Hitoshi and Noman, Nasimul},\n  year      = {2016},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Developing a new home monitoring device for dyskinesia in Parkinson's disease.\n \n \n \n \n\n\n \n Alty, J. E.; Cosgrove, J.; Lones, M. A.; Smith, S. L.; Possin, K.; Schuff, N; and Jamieson, S.\n\n\n \n\n\n\n In International Parkinson and Movement Disorders Society 20th Congress, Berlin, Germany, 2016. \n Published in Movement Disorders 31 Suppl 2\n\n\n\n
\n\n\n\n \n \n $\"Developing$ link\n \n \n \n $\"Developing$ poster\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Alty2016mds_homemonitoring,\n  author    = {Alty, J. E. and Cosgrove, J. and Lones, M. A. and Smith, S. L. and Possin, K. and Schuff, N and Jamieson, S.},\n  title     = {Developing a new home monitoring device for dyskinesia in Parkinson's disease},\n  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},\n  address   = {Berlin, Germany},\n  year      = {2016},\n  url_Link  = {http://www.mdsabstracts.org/abstract/developing-a-new-home-monitoring-device-for-dyskinesia-in-parkinsons-disease/},\n  url_Poster= {https://www.researchgate.net/profile/Jane_Alty/publication/305701186_Developing_a_new_home_monitoring_device_for_dyskinesia_in_Parkinson%27s_disease/links/579a7cc908ae2e0b31b15655.pdf},\n  note      = {Published in Movement Disorders 31 Suppl 2}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Clinically `slight' bradykinesia in Parkinson’s disease is accurately detected using evolutionary computation analysis of finger tapping.\n \n \n \n \n\n\n \n Alty, J. E.; Cosgrove, J.; Lones, M. A.; Smith, S. L.; Possin, K.; Schuff, N; and Jamieson, S.\n\n\n \n\n\n\n In International Parkinson and Movement Disorders Society 20th Congress, Berlin, Germany, 2016. \n Published in Movement Disorders 31 Suppl 2\n\n\n\n
\n\n\n\n \n \n $\"Clinically$ link\n \n \n \n $\"Clinically$ poster\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Alty2016mds_fingertapping,\n  author    = {Alty, J. E. and Cosgrove, J. and Lones, M. A. and Smith, S. L. and Possin, K. and Schuff, N and Jamieson, S.},\n  title     = {Clinically `slight' bradykinesia in Parkinson’s disease is accurately detected using evolutionary computation analysis of finger tapping},\n  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},\n  address   = {Berlin, Germany},\n  year      = {2016},\n  url_Link  = {http://www.mdsabstracts.org/abstract/clinically-slight-bradykinesia-in-parkinsons-disease-is-accurately-detected-using-evolutionary-computation-analysis-of-finger-tapping/},\n  url_Poster= {https://www.researchgate.net/publication/268035386_Clinically_%27slight%27_bradykinesia_is_accurately_detected_using_a_novel_simple_device_that_requires_a_one-minute_test_period},\n  note      = {Published in Movement Disorders 31 Suppl 2}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n How does cognition affect reaching in Parkinson's disease?.\n \n \n \n \n\n\n \n Cosgrove, J.; Picardi, C.; Smith, S. L.; Lones, M. A.; Jamieson, D. R. S.; and Alty, J. E.\n\n\n \n\n\n\n In International Parkinson and Movement Disorders Society 20th Congress, Berlin, Germany, 2016. \n Published in Movement Disorders 31 Suppl 2\n\n\n\n
\n\n\n\n \n \n $\"How$ poster\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Cosgrove2016mds_reaching,\n  author    = {Cosgrove, J. and Picardi, C. and Smith, S. L. and Lones, M. A. and Jamieson, D. R. S. and Alty, J. E.},\n  title     = {How does cognition affect reaching in Parkinson's disease?},\n  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},\n  address   = {Berlin, Germany},\n  year      = {2016},\n  url_Poster= {https://www.researchgate.net/publication/305701197_How_does_cognition_affect_reaching_in_Parkinson%27s_disease},\n  note      = {Published in Movement Disorders 31 Suppl 2}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Investigating the relationship between reaction time and cognition in Parkinson's disease.\n \n \n \n \n\n\n \n Cosgrove, J.; Picardi, C.; Smith, S. L.; Lones, M. A.; Jamieson, D. R. S.; and Alty, J. E.\n\n\n \n\n\n\n In International Parkinson and Movement Disorders Society 20th Congress, Berlin, Germany, 2016. \n Published in Movement Disorders 31 Suppl 2\n\n\n\n
\n\n\n\n \n \n $\"Investigating$ poster\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Cosgrove2016mds_reactiontime,\n  author    = {Cosgrove, J. and Picardi, C. and Smith, S. L. and Lones, M. A. and Jamieson, D. R. S. and Alty, J. E.},\n  title     = {Investigating the relationship between reaction time and cognition in Parkinson's disease},\n  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},\n  address   = {Berlin, Germany},\n  year      = {2016},\n  url_Poster= {https://www.researchgate.net/publication/305701243_Investigating_the_relationship_between_reaction_time_and_cognition_in_Parkinson%27s_disease},\n  note      = {Published in Movement Disorders 31 Suppl 2}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Evolving Boolean Networks for Biological Control: State Space Targeting in Scale Free Boolean Networks.\n \n \n \n\n\n \n Taou, N.; Corne, D.; and Lones, M.\n\n\n \n\n\n\n In 2016 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2016. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Taou2017cibcb,\n  author    = {Taou, {Nadia Solime} and David Corne and Lones, {Michael Adam}},\n  title     = {Evolving Boolean Networks for Biological Control: State Space Targeting in Scale Free Boolean Networks},\n  booktitle = {2016 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)},\n  year      = {2016},\n  publisher = {IEEE},\n  doi       = {10.1109/CIBCB.2016.7758125},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Exploring diagnostic models of Parkinson's disease with multi-objective regression.\n \n \n \n\n\n \n Vallejo, M.; Jamieson, S.; Cosgrove, J.; Smith, S.; Lones, M.; Alty, J.; and Corne, D.\n\n\n \n\n\n\n In 2016 IEEE Symposium Series on Computational Intelligence, 2016. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Vallejo2016ssci,\n  author    = {Marta Vallejo and Stuart Jamieson and Jeremy Cosgrove and Smith, {Stephen L.} and Lones, {Michael Adam} and Alty, {Jane E.} and David Corne},\n  title     = {Exploring diagnostic models of Parkinson's disease with multi-objective regression},\n  booktitle = {2016 IEEE Symposium Series on Computational Intelligence},\n  year      = {2016},\n  publisher = {IEEE},\n  doi       = {10.1109/SSCI.2016.7849884},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Using epigenetic networks for the analysis of movement associated with levodopa therapy for Parkinson's disease.\n \n \n \n\n\n \n Turner, A.; Lones, M.; Trefzer, M.; Smith, S.; Jamieson, S.; Alty, J.; Cosgrove, J.; and Tyrrell, A.\n\n\n \n\n\n\n BioSystems, 146: 35-42. 2016.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Turner2016biosystems,\n  author    = {Turner, {Alexander P.} and Lones, {Michael A.} and Trefzer, {Martin A.} and Smith, {Stephen L.} and Stuart Jamieson and Alty, {Jane E.} and Jeremy Cosgrove and Tyrrell, {Andy M.}},\n  title     = {Using epigenetic networks for the analysis of movement associated with levodopa therapy for Parkinson's disease},\n  journal   = {BioSystems},\n  year      = {2016},\n  volume    = {146},\n  pages     = {35-42},\n  issn      = {0303-2647},\n  doi       = {10.1016/j.biosystems.2016.05.005},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Towards Intelligent Biological Control: Controlling Boolean Networks with Boolean Networks.\n \n \n \n\n\n \n Taou, N.; Corne, D.; and Lones, M.\n\n\n \n\n\n\n In Squillero, G.; and Burelli, P., editor(s), Applications of Evolutionary Computation (EvoComplex 2016), volume 9597, of Lecture Notes in Computer Science, pages 351-362, 3 2016. Springer\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Taou2016evocomplex,\n  author    = {Taou, {Nadia Solime} and David Corne and Lones, {Michael Adam}},\n  title     = {Towards Intelligent Biological Control: Controlling Boolean Networks with Boolean Networks},\n  booktitle = {Applications of Evolutionary Computation (EvoComplex 2016)},\n  year      = {2016},\n  editor    = {Giovanni Squillero and Paolo Burelli},\n  volume    = {9597},\n  series    = {Lecture Notes in Computer Science},\n  pages     = {351-362},\n  month     = {3},\n  publisher = {Springer},\n  doi       = {10.1007/978-3-319-31204-0_23},\n  isbn      = {9783319312033},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n A multi-objective approach to predicting motor and cognitive deficit in Parkinson's disease patients.\n \n \n \n\n\n \n Vallejo, M.; Cosgrove, J.; Alty, J.; Jamieson, S.; Smith, S.; Corne, D.; and Lones, M.\n\n\n \n\n\n\n In Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2016), Workshop on Medical Applications (MedGEC), pages 1369-1376, 2016. ACM\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Vallejo2016medgec,\n  author    = {Marta Vallejo and Jeremy Cosgrove and Alty, {Jane E.} and Stuart Jamieson and Smith, {Stephen L.} and Corne, {David W.} and Lones, {Michael Adam}},\n  title     = {A multi-objective approach to predicting motor and cognitive deficit in Parkinson's disease patients},\n  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2016), Workshop on Medical Applications (MedGEC)},\n  year      = {2016},\n  pages     = {1369-1376},\n  publisher = {ACM},\n  doi       = {10.1145/2908961.2931731},\n  isbn      = {9781450343237},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Using multiobjective evolutionary algorithms to understand Parkinson's disease.\n \n \n \n\n\n \n Vallejo, M.; Cosgrove, J.; Alty, J.; Smith, S.; Corne, D.; and Lones, M.\n\n\n \n\n\n\n In Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2016), pages 13-14, 2016. ACM\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Vallejo2016gecco,\n  pages     = {13-14},\n  title     = {Using multiobjective evolutionary algorithms to understand Parkinson's disease},\n  publisher = {ACM},\n  year      = {2016},\n  author    = {Marta Vallejo and Jeremy Cosgrove and Alty, {Jane E.} and Smith, {Stephen L.} and Corne, {David W.} and Lones, {Michael A.}},\n  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2016)},\n  doi       = {10.1145/2908961.2909026},\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2015\n \n \n (10)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n A Preliminary Study in the use of Data Mining to Determine Patient Survival in Temporal Bone Squamous Cell Carcinoma.\n \n \n \n \n\n\n \n Harris, A. T.; Lones, M. A.; Wilson, J.; Upile, N.; Leong, S. C.; and Lesser, T. H. J.\n\n\n \n\n\n\n In American Head and Neck Society Annual Meeting, 2015. \n \n\n\n\n
\n\n\n\n \n \n $\"A$ link\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Harris2015ahns,\n  author    = {A. T. Harris and M. A. Lones and J. Wilson and N. Upile and S. C. Leong and T. H. J. Lesser},\n  title     = {A Preliminary Study in the use of Data Mining to Determine Patient Survival in Temporal Bone Squamous Cell Carcinoma},\n  booktitle = {American Head and Neck Society Annual Meeting},\n  year      = {2015},\n  url_Link  = {http://ahns.jnabstracts.com/2015/Detail?ID=65584}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Computational approaches for understanding the diagnosis and treatment of Parkinson's disease.\n \n \n \n \n\n\n \n Smith, S.; Lones, M.; Bedder, M.; Alty, J.; Cosgrove, J.; Maguire, R.; Pownall, M.; Ivanoiu, D.; Lyle, C.; Cording, A.; and Elliott, C.\n\n\n \n\n\n\n IET Systems Biology, 9(6): 226-233. 2015.\n \n\n\n\n
\n\n\n\n \n \n $\"Computational$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Smith2015ietsystemsbiology,\n  author    = {Smith, {Stephen L.} and Lones, {Michael Adam} and Matthew Bedder and Alty, {Jane E} and Jeremy Cosgrove and Richard Maguire and Mary Pownall and Diana Ivanoiu and Camille Lyle and Amy Cording and Elliott, {Christopher J. H.}},\n  title     = {Computational approaches for understanding the diagnosis and treatment of Parkinson's disease},\n  journal   = {IET Systems Biology},\n  year      = {2015},\n  volume    = {9},\n  number    = {6},\n  pages     = {226-233},\n  issn      = {1751-8849},\n  doi       = {10.1049/iet-syb.2015.0030},\n  url       = {http://eprints.whiterose.ac.uk/110792/1/emss-65736.pdf}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Evolving Ensembles: What Can We Learn from Biological Mutualisms?.\n \n \n \n\n\n \n Lones, M.; Lacy, S.; and Smith, S.\n\n\n \n\n\n\n In Lones, M.; Tyrrell, A.; Smith, S.; and Fogel, G., editor(s), Proceedings of the 2015 International Conference on Information Processing in Cells and Tissues (IPCAT), volume 9303, of Lecture Notes in Computer Science, pages 52-60, 2015. Springer International Publishing\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lones2015ipcat,\n  pages     = {52-60},\n  title     = {Evolving Ensembles: What Can We Learn from Biological Mutualisms?},\n  publisher = {Springer International Publishing},\n  year      = {2015},\n  author    = {Lones, {Michael Adam} and Lacy, {Stuart E.} and Smith, {Stephen L.}},\n  editor    = {Lones, {Michael } and Andy Tyrrell and Smith, {Stephen } and Fogel, {Gary }},\n  volume    = {9303},\n  series    = {Lecture Notes in Computer Science},\n  isbn      = {978-3-319-23107-5},\n  booktitle = {Proceedings of the 2015 International Conference on Information Processing in Cells and Tissues (IPCAT)},\n  doi       = {10.1007/978-3-319-23108-2_5},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Harmonic versus Chaos Controlled Oscillators in Hexapedal Locomotion.\n \n \n \n\n\n \n Fuente, L.; Lones, M.; Crook, N.; and Olde Scheper, T.\n\n\n \n\n\n\n In Proceedings of the 2015 International Conference on Information Processing in Cells and Tissues (IPCAT), volume 9303, of Lecture Notes in Computer Science, pages 114-127, 2015. Springer International Publishing\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Fuente2015ipcat,\n  pages     = {114-127},\n  title     = {Harmonic versus Chaos Controlled Oscillators in Hexapedal Locomotion},\n  publisher = {Springer International Publishing},\n  year      = {2015},\n  author    = {Fuente, {Luis A} and Lones, {Michael Adam} and Nigel Crook and {Olde Scheper}, Tjeerd},\n  volume    = {9303},\n  series    = {Lecture Notes in Computer Science},\n  isbn      = {9783319231075},\n  booktitle = {Proceedings of the 2015 International Conference on Information Processing in Cells and Tissues (IPCAT)},\n  doi       = {10.1007/978-3-319-23108-2_10},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Device to Determine Visuo-Spatial Ability.\n \n \n \n\n\n \n Smith, S.; and Lones, M.\n\n\n \n\n\n\n 2015.\n US2015164402 A1; G09B 19/00\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Misc{Smith2015patent,\n  author = {Stephen Smith and Lones, {Michael Adam}},\n  title  = {Device to Determine Visuo-Spatial Ability},\n  year   = {2015},\n  note   = {US2015164402 A1; G09B 19/00},\n  type   = {Patent},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n A Comparison of Evolved Linear and Non-Linear Ensemble Vote Aggregators.\n \n \n \n\n\n \n Lacy, S.; Lones, M.; and Smith, S.\n\n\n \n\n\n\n In pages 758-763, 2015. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lacy2015cec,\n  pages     = {758-763},\n  title     = {A Comparison of Evolved Linear and Non-Linear Ensemble Vote Aggregators},\n  publisher = {IEEE},\n  year      = {2015},\n  author    = {Stuart Lacy and Lones, {Michael Adam} and Smith, {Stephen L}},\n  journal   = {Proceedings of the 2015 IEEE Congress on Evolutionary Computation (CEC 2015)},\n  doi       = {10.1109/CEC.2015.7256962}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Evolving Efficient Solutions to Complex Problems Using the Artificial Epigenetic Network.\n \n \n \n\n\n \n Turner, A.; Lones, M.; Trefzer, M.; and Tyrrell, A.\n\n\n \n\n\n\n In Information Processing in Cells and Tissues, volume 9303, of Lecture Notes in Computer Science, pages 153-165, 2015. Springer International Publishing\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Turner2015ipcat,\n  pages     = {153-165},\n  title     = {Evolving Efficient Solutions to Complex Problems Using the Artificial Epigenetic Network},\n  publisher = {Springer International Publishing},\n  year      = {2015},\n  author    = {Turner, {Alexander P} and Lones, {Michael Adam} and Martin Trefzer and Tyrrell, {Andy M}},\n  volume    = {9303},\n  series    = {Lecture Notes in Computer Science},\n  isbn      = {978-3-319-23107-5},\n  booktitle = {Information Processing in Cells and Tissues},\n  doi       = {10.1007/978-3-319-23108-2_13},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Forming classifier ensembles with multimodal Evolutionary Algorithms.\n \n \n \n\n\n \n Lacy, S.; Lones, M.; and Smith, S.\n\n\n \n\n\n\n In Proceedings of the 2015 IEEE Congress on Evolutionary Computation (CEC 2015), pages 723-729, 2015. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lacy2015cec,\n  author  = {Lacy, S.E. and Lones, M.A. and Smith, S.L.},\n  title   = {Forming classifier ensembles with multimodal Evolutionary Algorithms},\n  booktitle = {Proceedings of the 2015 IEEE Congress on Evolutionary Computation (CEC 2015)},\n  year    = {2015},\n  pages   = {723-729},\n  doi     = {10.1109/CEC.2015.7256962}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Information Processing in Cells and Tissues: 10th International Conference, IPCAT 2015, San Diego, CA, USA, September 14-16, 2015, Proceedings.\n \n \n \n\n\n \n Lones, M.; Tyrrell, A.; Smith, S.; and Fogel, G.\n\n\n \n\n\n\n Volume 9303 of Lecture Notes in Computer ScienceSpringer International Publishing, 2015.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Book{Lones2015lncs,\n  title     = {Information Processing in Cells and Tissues: 10th International Conference, IPCAT 2015, San Diego, CA, USA, September 14-16, 2015, Proceedings},\n  publisher = {Springer International Publishing},\n  year      = {2015},\n  author    = {Lones, {Michael Adam} and Tyrrell, {Andy M} and Smith, {Stephen L.} and Gary Fogel},\n  volume    = {9303},\n  series    = {Lecture Notes in Computer Science},\n  isbn      = {978-3-319-23107-5},\n  doi       = {10.1007%2F978-3-319-23108-2},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Medical applications of evolvable hardware.\n \n \n \n\n\n \n Lones, M.; and Smith, S.\n\n\n \n\n\n\n In Evolvable Hardware: From Practice to Application, pages 253-271. Springer, 2015.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InCollection{Lones2015eh,\n  author  = {Lones, M.A. and Smith, S.L.},\n  title   = {Medical applications of evolvable hardware},\n  booktitle = {Evolvable Hardware: From Practice to Application},\n  year    = {2015},\n  publisher = {Springer},\n  pages   = {253-271},\n  doi     = {10.1007/978-3-662-44616-4_10}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2014\n \n \n (5)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Developing a new device for prolonged home monitoring of Parkinson's dyskinesia: provisional results.\n \n \n \n \n\n\n \n Alty, J. E.; Lones, M. A.; Duggan-Carter, P.; Turner, A. J.; Cosgrove, J.; Jamieson, D. R. S.; and Smith, S. L.\n\n\n \n\n\n\n In International Parkinson and Movement Disorders Society 20th Congress, York, UK, 2014. \n \n\n\n\n
\n\n\n\n \n \n $\"Developing$ poster\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Alty2014parkinsonsuk,\n  author    = {Alty, J. E. and Lones, M. A. and Duggan-Carter, P. and Turner, A. J. and Cosgrove, J. and Jamieson, D. R. S. and Smith, S. L.},\n  title     = {Developing a new device for prolonged home monitoring of Parkinson's dyskinesia: provisional results},\n  booktitle = {International Parkinson and Movement Disorders Society 20th Congress},\n  address   = {York, UK},\n  year      = {2014},\n  url_Poster= {https://www.researchgate.net/publication/268034204_Developing_a_new_device_for_prolonged_home_monitoring_of_Parkinson%27s_dyskinesia_provisional_results},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Evolving classifiers to recognise the movement characteristics of Parkinson’s Disease patients.\n \n \n \n \n\n\n \n Lones, M.; Smith, S.; Alty, J.; Lacy, S.; Possin, K.; Jamieson, S.; and Tyrrell, A.\n\n\n \n\n\n\n IEEE Transactions on Evolutionary Computation, 18(4): 559-576. 2014.\n \n\n\n\n
\n\n\n\n \n \n $\"Evolving$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Lones2014tevc_pd,\n  author    = {Lones, {Michael A} and Smith, {Stephen L} and Alty, {Jane E} and Stuart Lacy and Katherine Possin and Stuart Jamieson and Tyrrell, {Andy M}},\n  title     = {Evolving classifiers to recognise the movement characteristics of Parkinson’s Disease patients},\n  journal   = {IEEE Transactions on Evolutionary Computation},\n  year      = {2014},\n  volume    = {18},\n  number    = {4},\n  pages     = {559-576},\n  issn      = {1089-778X},\n  doi       = {10.1109/TEVC.2013.2281532},\n  publisher = {IEEE},\n  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-tevc2013-PD.pdf}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Artificial biochemical networks: Evolving dynamical systems to control dynamical systems.\n \n \n \n \n\n\n \n Lones, M.; Fuente, L.; Turner, A.; Caves, L.; Stepney, S.; Smith, S.; and Tyrrell, A.\n\n\n \n\n\n\n IEEE Transactions on Evolutionary Computation, 18(2): 145-166. 2014.\n \n\n\n\n
\n\n\n\n \n \n $\"Artificial$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Lones2014tevc_abn,\n  author    = {Michael Lones and Fuente, {Luis A} and Turner, {Alexander P.} and Caves, {Leo S.D.} and Susan Stepney and Smith, {Stephen L.} and Tyrrell, {Andy M.}},\n  title     = {Artificial biochemical networks: Evolving dynamical systems to control dynamical systems},\n  journal   = {IEEE Transactions on Evolutionary Computation},\n  year      = {2014},\n  volume    = {18},\n  number    = {2},\n  pages     = {145-166},\n  issn      = {1089-778X},\n  doi       = {10.1109/TEVC.2013.2243732},\n  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-tevc2012-ABNs.pdf},\n  publisher = {IEEE},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Metaheuristics in nature-inspired algorithms.\n \n \n \n \n\n\n \n Lones, M.\n\n\n \n\n\n\n In Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2014), Workshop on Metaheuristic Design Patterns (MetaDeeP), pages 1419-1422, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Metaheuristics$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lones2014metadeep,\n  pages     = {1419-1422},\n  title     = {Metaheuristics in nature-inspired algorithms},\n  publisher = {ACM},\n  year      = {2014},\n  author    = {Lones, {Michael A.}},\n  isbn      = {9781450328814},\n  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2014), Workshop on Metaheuristic Design Patterns (MetaDeeP)},\n  doi       = {10.1145/2598394.2609841},\n  publisher = {ACM},\n  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gecco2014-metaheuristics.pdf}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Classification and characterisation of movement patterns during levodopa therapy for Parkinson's disease.\n \n \n \n \n\n\n \n Lones, M.; Turner, A.; Alty, J.; Jamieson, D.; Duggan-Carter, P.; and Smith, S.\n\n\n \n\n\n\n In Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2014), Workshop on Medical Applications (MedGEC), pages 1321-1327, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Classification$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lones2014gecco,\n  title = {Classification and characterisation of movement patterns during levodopa therapy for Parkinson{'}s disease},\n  booktitle = {Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2014), Workshop on Medical Applications (MedGEC)},\n  year = {2014},\n  pages = {1321-1327},\n  author = {Lones, M.A. and Turner, A.J. and Alty, J.E. and Jamieson, D.R.S. and Duggan-Carter, P. and Smith, S.L.},\n  publisher = {ACM},\n  doi = {10.1145/2598394.2609852},\n  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gecco2014-LID.pdf}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2013\n \n \n (11)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n The sequence effect is not a defining characteristic of Parkinson's disease.\n \n \n \n \n\n\n \n Alty, J.; Lacy, S.; Jamieson, S.; Possin, K.; Schuff, N.; Lones, M. A.; and Smith, S. L.\n\n\n \n\n\n\n In XXI World Congress of Neurology, Vienna, Austria, 2013. \n Published in Journal of the Neurological Sciences 333, e118\n\n\n\n
\n\n\n\n \n \n $\"The$ link\n \n \n \n $\"The$ poster\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Alty2013sequenceeffect,\n  author    = {Alty, J. and Lacy, S. and Jamieson, S. and Possin, K. and Schuff, N. and Lones, M. A. and Smith, S. L.},\n  title     = {The sequence effect is not a defining characteristic of Parkinson's disease},\n  booktitle = {XXI World Congress of Neurology},\n  address   = {Vienna, Austria},\n  year      = {2013},\n  url_Link  = {http://www.jns-journal.com/article/S0022-510X(13)00707-7/abstract},\n  url_Poster= {https://www.researchgate.net/publication/268035386_Clinically_%27slight%27_bradykinesia_is_accurately_detected_using_a_novel_simple_device_that_requires_a_one-minute_test_period},\n  note      = {Published in Journal of the Neurological Sciences 333, e118}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Clinically `slight' bradykinesia is accurately detected using a novel simple device that requires a one-minute test period.\n \n \n \n \n\n\n \n Alty, J.; Lones, M. A.; Jamieson, S.; Possin, K.; Schuff, N.; Lacy, S.; and Smith, S. L.\n\n\n \n\n\n\n In XXI World Congress of Neurology, Vienna, Austria, 2013. \n Published in Journal of the Neurological Sciences 333, e118-e119\n\n\n\n
\n\n\n\n \n \n $\"Clinically$ link\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Alty2013bradykinesia,\n  author    = {Alty, J. and Lones, M. A. and Jamieson, S. and Possin, K. and Schuff, N. and Lacy, S. and Smith, S. L.},\n  title     = {Clinically `slight' bradykinesia is accurately detected using a novel simple device that requires a one-minute test period},\n  booktitle = {XXI World Congress of Neurology},\n  address   = {Vienna, Austria},\n  year      = {2013},\n  url_Link  = {http://www.jns-journal.com/article/S0022-510X(13)00709-0/abstract},\n  note      = {Published in Journal of the Neurological Sciences 333, e118-e119}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Special issue on the frontiers of natural computing.\n \n \n \n\n\n \n Lones, M.; Tyrrell, A.; Stepney, S.; and Caves, L.\n\n\n \n\n\n\n Natural Computing, 12(4): 441-442. 2013.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Lones2013naco_preface,\n  author    = {Lones, {Michael A} and Tyrrell, {Andy M} and Susan Stepney and Caves, {Leo S D}},\n  title     = {Special issue on the frontiers of natural computing},\n  journal   = {Natural Computing},\n  year      = {2013},\n  volume    = {12},\n  number    = {4},\n  pages     = {441-442},\n  issn      = {1567-7818},\n  doi       = {10.1007/s11047-013-9402-9},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Biochemical connectionism.\n \n \n \n \n\n\n \n Lones, M.; Turner, A.; Fuente, L.; Stepney, S.; Caves, L.; and Tyrrell, A.\n\n\n \n\n\n\n Natural Computing, 12(4): 453-472. 2013.\n \n\n\n\n
\n\n\n\n \n \n $\"Biochemical$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Lones2013naco,\n  author    = {Lones, {Michael A} and Turner, {Alexander P} and Fuente, {Luis A} and Susan Stepney and Caves, {Leo S D} and Tyrrell, {Andy M}},\n  title     = {Biochemical connectionism},\n  journal   = {Natural Computing},\n  year      = {2013},\n  volume    = {12},\n  number    = {4},\n  pages     = {453-472},\n  issn      = {1567-7818},\n  doi       = {10.1007/s11047-013-9400-y},\n  publisher = {Springer Netherlands},\n  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-naco2013.pdf}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Characterising neurological time series data using biologically motivated networks of coupled discrete maps.\n \n \n \n \n\n\n \n Lones, M.; Smith, S.; Tyrrell, A.; Alty, J.; and Jamieson, D.\n\n\n \n\n\n\n BioSystems, 112(2): 94-101. 2013.\n \n\n\n\n
\n\n\n\n \n \n $\"Characterising$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Lones2013biosystems_pd,\n  author    = {Lones, {Michael A} and Smith, {Stephen L.} and Tyrrell, {Andy M.} and Alty, {Jane E.} and Jamieson, {D R Stuart}},\n  title     = {Characterising neurological time series data using biologically motivated networks of coupled discrete maps},\n  journal   = {BioSystems},\n  year      = {2013},\n  volume    = {112},\n  number    = {2},\n  pages     = {94-101},\n  issn      = {0303-2647},\n  doi       = {10.1016/j.biosystems.2013.03.009},\n  url       = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-biosystems2013.pdf}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Computational models of signalling networks for non-linear control.\n \n \n \n\n\n \n Fuente, L.; Lones, M.; Turner, A.; Stepney, S.; Caves, L.; and Tyrrell, A.\n\n\n \n\n\n\n BioSystems, 112(2): 112-130. 2013.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Fuente2013biosystems_asn,\n  author    = {Fuente, {Luis A} and Lones, {Michael A} and Turner, {Alexander P} and Susan Stepney and Caves, {Leo S D} and Tyrrell, {Andy M}},\n  title     = {Computational models of signalling networks for non-linear control},\n  journal   = {BioSystems},\n  year      = {2013},\n  volume    = {112},\n  number    = {2},\n  pages     = {112-130},\n  issn      = {0303-2647},\n  doi       = {10.1016/j.biosystems.2013.03.006},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n The incorporation of epigenetics in artificial gene regulatory networks.\n \n \n \n\n\n \n Turner, A.; Lones, M.; Fuente, L.; Stepney, S.; Caves, L.; and Tyrrell, A.\n\n\n \n\n\n\n BioSystems, 112(2): 56-62. 2013.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Turner2013biosystems_epigenetic,\n  author    = {Turner, {Alexander P} and Lones, {Michael A} and Fuente, {Luis A} and Susan Stepney and Caves, {Leo S D} and Tyrrell, {Andy M}},\n  title     = {The incorporation of epigenetics in artificial gene regulatory networks},\n  journal   = {BioSystems},\n  year      = {2013},\n  volume    = {112},\n  number    = {2},\n  pages     = {56-62},\n  issn      = {0303-2647},\n  doi       = {10.1016/j.biosystems.2013.03.013},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Adaptive robotic gait control using coupled artificial signalling networks, hopf oscillators and inverse kinematics.\n \n \n \n\n\n \n Fuente, L.; Lones, M.; Turner, A.; Caves, L.; Stepney, S.; and Tyrrell, A.\n\n\n \n\n\n\n In Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC 2013), pages 1435-1442, 2013. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Fuente2013cec,\n  author  = {Fuente, L.A. and Lones, M.A. and Turner, A.P. and Caves, L.S. and Stepney, S. and Tyrrell, A.M.},\n  title   = {Adaptive robotic gait control using coupled artificial signalling networks, hopf oscillators and inverse kinematics},\n  booktitle = {Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC 2013)},\n  year    = {2013},\n  pages   = {1435-1442},\n  doi     = {10.1109/CEC.2013.6557732}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Characterisation of movement disorder in parkinson's disease using evolutionary algorithms.\n \n \n \n\n\n \n Lacy, S.; Lones, M.; and Smith, S.\n\n\n \n\n\n\n In Proceedings of the 2013 Genetic and Evolutionary Computation Conference (GECCO 2013), Workshop on Medical Applications (MedGEC), pages 1479-1485, 2013. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lacy2013medgec,\n  author  = {Lacy, S.E. and Lones, M.A. and Smith, S.L.},\n  title   = {Characterisation of movement disorder in parkinson{'}s disease using evolutionary algorithms},\n  booktitle = {Proceedings of the 2013 Genetic and Evolutionary Computation Conference (GECCO 2013), Workshop on Medical Applications (MedGEC)},\n  year    = {2013},\n  pages   = {1479-1485},\n  doi     = {10.1145/2464576.2482726}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Evolving classifiers to inform clinical assessment of Parkinson's disease.\n \n \n \n \n\n\n \n Lones, M.; Alty, J.; Lacy, S.; Jamieson, S. D.; Possin, K.; Schuff, N.; and Smith, S.\n\n\n \n\n\n\n In 2013 IEEE Symposium Series on Computational Intelligence (SSCI 2013), Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Healthcare and e-Health (CICARE 2013), pages 76-82, 2013. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Evolving$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lones2013ssci,\n  author  = {Lones, M.A. and Alty, J.E. and Lacy, S.E. and Jamieson, Stuart D.R. and Possin, K.L. and Schuff, N. and Smith, S.L.},\n  title   = {Evolving classifiers to inform clinical assessment of Parkinson{'}s disease},\n  booktitle = {2013 IEEE Symposium Series on Computational Intelligence (SSCI 2013), Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Healthcare and e-Health (CICARE 2013)},\n  year    = {2013},\n  pages   = {76-82},\n  publisher = {IEEE},\n  doi     = {10.1109/CICARE.2013.6583072},\n  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-scci2013.pdf}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n The artificial epigenetic network.\n \n \n \n\n\n \n Turner, A.; Lones, M.; Fuente, L.; Stepney, S.; Caves, L.; and Tyrrell, A.\n\n\n \n\n\n\n In Proceedings of the 2013 IEEE Symposium Series on Computational Intelligence (SSCI 2013), Proceedings of the 2013 IEEE International Conference on Evolvable Systems (ICES 2013), pages 66-72, 2013. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Turner2013ssci,\n  author  = {Turner, A.P. and Lones, M.A. and Fuente, L.A. and Stepney, S. and Caves, L.S.D. and Tyrrell, A.},\n  title   = {The artificial epigenetic network},\n  booktitle = {Proceedings of the 2013 IEEE Symposium Series on Computational Intelligence (SSCI 2013), Proceedings of the 2013 IEEE International Conference on Evolvable Systems (ICES 2013)},\n  year    = {2013},\n  pages   = {66-72},\n  publisher = {IEEE},\n  doi     = {10.1109/ICES.2013.6613284}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2012\n \n \n (5)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n How Slow Is Too Slow? Objective measurement of bradykinesia in Parkinson's disease using novel non-invasive devices.\n \n \n \n \n\n\n \n Alty, J.; Jamieson, S.; Lones, M. A.; and Smith, S. L.\n\n\n \n\n\n\n In 16th International Congress of Parkinson's Disease and Movement Disorders, Dublin, Ireland, 2012. \n Published in Movement Disorders 27 Suppl 1:291\n\n\n\n
\n\n\n\n \n \n $\"How$ link\n \n \n \n $\"How$ poster\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Alty2012bradykinesia,\n  author    = {Alty, J. and Jamieson, S. and Lones, M. A. and Smith, S. L.},\n  title     = {How Slow Is Too Slow? Objective measurement of bradykinesia in Parkinson's disease using novel non-invasive devices},\n  booktitle = {16th International Congress of Parkinson's Disease and Movement Disorders},\n  address   = {Dublin, Ireland},\n  year      = {2012},\n  url_Link  = {http://www.mdsabstracts.com/abstract.asp?MeetingID=787&id=99373},\n  url_Poster= {https://www.researchgate.net/publication/256576885_How_Slow_is_Too_Slow_Objective_Measurement_of_Bradykinesia_in_Parkinson%27s_Disease_using_Novel_Non-invasive_Devices},\n  note      = {Published in Movement Disorders 27 Suppl 1:291}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Evolved artificial signalling networks for the control of a conservative complex dynamical system.\n \n \n \n\n\n \n Fuente, L.; Lones, M.; Turner, A.; Stepney, S.; Caves, L.; and Tyrrell, A.\n\n\n \n\n\n\n In Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT), volume 7223, of Lecture Notes in Computer Science, pages 38-49, 2012. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Fuente2012ipcat,\n  author  = {Fuente, L.A. and Lones, M.A. and Turner, A.P. and Stepney, S. and Caves, L.S. and Tyrrell, A.M.},\n  title   = {Evolved artificial signalling networks for the control of a conservative complex dynamical system},\n  booktitle = {Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT)},\n  series  = {Lecture Notes in Computer Science},\n  year    = {2012},\n  volume  = {7223},\n  pages   = {38-49},\n  doi     = {10.1007/978-3-642-28792-3_7}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Evolving computational dynamical systems to recognise abnormal human motor function.\n \n \n \n \n\n\n \n Lones, M.; Smith, S.; Tyrrell, A.; Alty, J.; and Jamieson, D.\n\n\n \n\n\n\n In Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT), volume 7223, of Lecture Notes in Computer Science, pages 177-182, 2012. \n \n\n\n\n
\n\n\n\n \n \n $\"Evolving$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lones2012ipcat,\n  author  = {Lones, M.A. and Smith, S.L. and Tyrrell, A.M. and Alty, J.E. and Jamieson, D.R.S.},\n  title   = {Evolving computational dynamical systems to recognise abnormal human motor function},\n  series  = {Lecture Notes in Computer Science},\n  booktitle = {Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT)},\n  year    = {2012},\n  volume  = {7223},\n  pages   = {177-182},\n  doi     = {10.1007/978-3-642-28792-3_22},\n  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ipcat2012.pdf}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT).\n \n \n \n\n\n \n Lones, M. A.; Smith, S. L.; Teichmann, S.; Naef, F.; Walker, J. A.; and Trefzer, M. A.\n\n\n \n\n\n\n Volume 7223 of Lecture Notes in Computer Science 2012.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Book{Lones2012ipcat_proceedings,\n  series    = {Lecture Notes in Computer Science},\n  title     = {Proceedings of the 2012 International Conference on Information Processing in Cells and Tissues (IPCAT)},\n  year      = {2012},\n  volume    = {7223},\n  year      = {2012},\n  author    = {Michael A. Lones and Stephen L. Smith and Sarah Teichmann and Felix Naef and James A. Walker and Martin A. Trefzer},\n  doi       = {10.1007/978-3-642-28792-3},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Using artificial epigenetic regulatory networks to control complex tasks within chaotic systems.\n \n \n \n\n\n \n Turner, A.; Lones, M.; Fuente, L.; Stepney, S.; Caves, L.; and Tyrrell, A.\n\n\n \n\n\n\n In volume 7223 LNCS, of Lecture Notes in Computer Science, pages 1-11, 2012. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Turner2012ipcat,\n  author  = {Turner, A.P. and Lones, M.A. and Fuente, L.A. and Stepney, S. and Caves, L.S. and Tyrrell, A.M.},\n  title   = {Using artificial epigenetic regulatory networks to control complex tasks within chaotic systems},\n  series = {Lecture Notes in Computer Science},\n  year    = {2012},\n  volume  = {7223 LNCS},\n  pages   = {1-11},\n  doi     = {10.1007/978-3-642-28792-3_1}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2011\n \n \n (2)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Sean Luke: essentials of metaheuristics.\n \n \n \n \n\n\n \n Lones, M.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 12(3): 333-334. 2011.\n \n\n\n\n
\n\n\n\n \n \n $\"Sean$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Lones2011gpem,\n  author    = {Michael Lones},\n  title     = {Sean Luke: essentials of metaheuristics},\n  journal   = {Genetic Programming and Evolvable Machines},\n  year      = {2011},\n  volume    = {12},\n  number    = {3},\n  pages     = {333-334},\n  doi       = {10.1007/s10710-011-9139-0},\n  url       = {http://dx.doi.org/10.1007/s10710-011-9139-0},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Controlling legged robots with coupled artificial biochemical networks.\n \n \n \n \n\n\n \n Lones, M. A.; Tyrrell, A. M.; Stepney, S.; and Caves, L. S. D.\n\n\n \n\n\n\n In Proceedings of the 2011 European Conference on Artificial Life (ECAL), pages 465–472, 2011. \n \n\n\n\n
\n\n\n\n \n \n $\"Controlling$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{lones2011ecal,\n  title= {Controlling legged robots with coupled artificial biochemical networks},\n  author= {Lones, Michael A. and Tyrrell, Andy M. and Stepney, Susan and Caves, Leo S. D.},\n  booktitle= {Proceedings of the 2011 European Conference on Artificial Life (ECAL)},\n  pages= {465--472},\n  year= {2011},\n  url= {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ecal2011.pdf}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2010\n \n \n (3)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Controlling complex dynamics with artificial biochemical networks.\n \n \n \n \n\n\n \n Lones, M.; Tyrrell, A.; Stepney, S.; and Caves, L.\n\n\n \n\n\n\n In Proceedings of the 2010 European Conference on Genetic Programming (EuroGP), volume 6021, of Lecture Notes in Computer Science, pages 159-170, 2010. \n \n\n\n\n
\n\n\n\n \n \n $\"Controlling$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lones2010eurogp,\n  title = {Controlling complex dynamics with artificial biochemical networks},\n  series = {Lecture Notes in Computer Science},\n  booktitle = {Proceedings of the 2010 European Conference on Genetic Programming (EuroGP)},\n  year = {2010},\n  volume = {6021},\n  pages = {159-170},\n  author = {Lones, M.A. and Tyrrell, A.M. and Stepney, S. and Caves, L.S.},\n  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ecal2011.pdf}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Discriminating normal and cancerous thyroid cell lines using implicit context representation Cartesian genetic programming.\n \n \n \n \n\n\n \n Lones, M.; Smith, S.; Harris, A.; High, A.; Fisher, S.; Smith, D.; and Kirkham, J.\n\n\n \n\n\n\n In Proceedings of the 2010 IEEE World Congress on Computational Intelligence (WCCI 2010), IEEE Congress on Evolutionary Computation (CEC), 2010. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Discriminating$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lones2010wcci,\n  author  = {Lones, M.A. and Smith, S.L. and Harris, A.T. and High, A.S. and Fisher, S.E. and Smith, D.A. and Kirkham, J.},\n  title   = {Discriminating normal and cancerous thyroid cell lines using implicit context representation Cartesian genetic programming},\n  booktitle = {Proceedings of the 2010 IEEE World Congress on Computational Intelligence (WCCI 2010), IEEE Congress on Evolutionary Computation (CEC)},\n  year    = {2010},\n  publisher = {IEEE},\n  doi     = {10.1109/CEC.2010.5586494},\n  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-wcci2010.pdf}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Objective Assessment of Visuo-Spatial Ability Using Implicit Context Representation Cartesian Genetic Programming.\n \n \n \n\n\n \n Lones, M.; and Smith, S.\n\n\n \n\n\n\n In Genetic and Evolutionary Computation: Medical Applications, pages 174-189. Wiley, 2010.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InCollection{Lones2010gecma,\n  author  = {Lones, M.A. and Smith, S.L.},\n  title   = {Objective Assessment of Visuo-Spatial Ability Using Implicit Context Representation Cartesian Genetic Programming},\n  booktitle = {Genetic and Evolutionary Computation: Medical Applications},\n  year    = {2010},\n  pages   = {174-189},\n  publisher = {Wiley},\n  doi     = {10.1002/9780470973134.ch10}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2009\n \n \n (2)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Implicit Context Representation Cartesian Genetic Programming for the assessment of visuo-spatial ability.\n \n \n \n \n\n\n \n Smith, S. L.; and Lones, M. A.\n\n\n \n\n\n\n In Proceedings of the 2009 IEEE Congress on Evolutionary Computation (CEC), 2009. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Implicit$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Smith2009cec,\n  author    = {Stephen L. Smith and Michael A. Lones},\n  title     = {Implicit Context Representation Cartesian Genetic Programming for the assessment of visuo-spatial ability},\n  booktitle = {Proceedings of the 2009 {IEEE} Congress on Evolutionary Computation (CEC)},\n  year      = {2009},\n  publisher = {IEEE},\n  doi       = {10.1109/cec.2009.4983065},\n  url       = {http://dx.doi.org/10.1109/cec.2009.4983065},\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Potential for Raman spectroscopy to provide cancer screening using a peripheral blood sample.\n \n \n \n\n\n \n Harris, A. T.; Lungari, A.; Needham, C. J.; Smith, S. L.; Lones, M. A.; Fisher, S. E.; Yang, X. B.; Cooper, N.; Kirkham, J.; Smith, D. A.; Martin-Hirsch, D. P.; and High, A. S.\n\n\n \n\n\n\n Head & Neck Oncology, 1(1): 34. 2009.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Harris2009hno,\n  author    = {Andrew T. Harris and Anxhela Lungari and Christopher J. Needham and Stephen L. Smith and Michael A. Lones and Sheila E. Fisher and Xuebin B. Yang and Nicola Cooper and Jennifer Kirkham and D. Alastair Smith and Dominic P. Martin-Hirsch and Alec S. High},\n  title     = {Potential for Raman spectroscopy to provide cancer screening using a peripheral blood sample},\n  journal   = {Head {\\&} Neck Oncology},\n  year      = {2009},\n  volume    = {1},\n  number    = {1},\n  pages     = {34},\n  doi       = {10.1186/1758-3284-1-34},\n}\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2007\n \n \n (2)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n A co-evolutionary framework for regulatory motif discovery.\n \n \n \n \n\n\n \n Lones, M.; and Tyrrell, A.\n\n\n \n\n\n\n In Proceedings of the 2007 IEEE Congress on Evolutionary Computation, CEC (2007), pages 3894-3901, 2007. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lones2007cec,\n  title = {A co-evolutionary framework for regulatory motif discovery},\n  booktitle = {Proceedings of the 2007 {IEEE} Congress on Evolutionary Computation, CEC (2007)},\n  year = {2007},\n  pages = {3894-3901},\n  author = {Lones, M.A. and Tyrrell, A.M.},\n  publisher = {IEEE},\n  doi = {10.1109/CEC.2007.4424978},\n  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2007.pdf}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Regulatory motif discovery using a population clustering evolutionary algorithm.\n \n \n \n \n\n\n \n Lones, M.; and Tyrrell, A.\n\n\n \n\n\n\n IEEE/ACM Transactions on Computational Biology and Bioinformatics, 4(3): 403-414. 2007.\n \n\n\n\n
\n\n\n\n \n \n $\"Regulatory$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Lones2007tcbb,\n  author  = {Lones, M.A. and Tyrrell, A.M.},\n  title   = {Regulatory motif discovery using a population clustering evolutionary algorithm},\n  journal = {IEEE/ACM Transactions on Computational Biology and Bioinformatics},\n  year    = {2007},\n  volume  = {4},\n  number  = {3},\n  pages   = {403-414},\n  doi     = {10.1109/tcbb.2007.1044},\n  url     = {http://eprints.whiterose.ac.uk/3419/}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2005\n \n \n (1)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n The evolutionary computation approach to motif discovery in biological sequences.\n \n \n \n \n\n\n \n Lones, M. A.; and Tyrrell, A. M.\n\n\n \n\n\n\n In Proceedings of the 2005 workshops on Genetic and evolutionary computation (GECCO), 2005. ACM Press\n \n\n\n\n
\n\n\n\n \n \n $\"The$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lones2005gecco,\n  author    = {Michael A. Lones and Andy M. Tyrrell},\n  title     = {The evolutionary computation approach to motif discovery in biological sequences},\n  booktitle = {Proceedings of the 2005 workshops on Genetic and evolutionary computation ({GECCO})},\n  year      = {2005},\n  publisher = {{ACM} Press},\n  doi       = {10.1145/1102256.1102258},\n  url       = {https://doi.org/10.1145%2F1102256.1102258},\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2004\n \n \n (2)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Enzyme Genetic Programming.\n \n \n \n \n\n\n \n Lones, M. A.\n\n\n \n\n\n\n In Amos, M., editor(s), Cellular Computing. 2004.\n \n\n\n\n
\n\n\n\n \n \n $\"Enzyme$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InCollection{Lones2004cc,\n  title   = {Enzyme Genetic Programming},\n  year    = {2004},\n  author  = {Michael Adam Lones},\n  booktitle = {Cellular Computing},\n  editor  = {Martyn Amos},\n  url     = {http://www.oup.co.uk/isbn/0-19-515540-8}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Modelling biological evolvability: Implicit context and variation filtering in enzyme genetic programming.\n \n \n \n \n\n\n \n Lones, M.; and Tyrrell, A.\n\n\n \n\n\n\n BioSystems, 76(1-3): 229-238. 2004.\n \n\n\n\n
\n\n\n\n \n \n $\"Modelling$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{Lones2004biosystems,\n  title = {Modelling biological evolvability: Implicit context and variation filtering in enzyme genetic programming},\n  journal = {BioSystems},\n  year = {2004},\n  volume = {76},\n  number = {1-3},\n  pages = {229-238},\n  author = {Lones, M.A. and Tyrrell, A.M.},\n  doi = {10.1016/j.biosystems.2004.05.015},\n  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-ipcat2003.pdf}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2003\n \n \n (2)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Enzyme Genetic Programming: Modelling Biological Evolvability in Genetic Programming.\n \n \n \n \n\n\n \n Lones, M. A.\n\n\n \n\n\n\n Ph.D. Thesis, The University of York, Heslington, York, YO10 5DD, UK, sep 2003.\n \n\n\n\n
\n\n\n\n \n \n $\"Enzyme$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@PhdThesis{lones2003thesis,\n  author =       {Michael A. Lones},\n  title =        {Enzyme Genetic Programming: Modelling Biological\n                 Evolvability in Genetic Programming},\n  school =       {The University of York},\n  year =         {2003},\n  address =      {Heslington, York, YO10 5DD, UK},\n  month =        {sep},\n  keywords =     {genetic algorithms, genetic programming, evolvability,\n                 representation, self-organisation, biological\n                 modelling},\n  URL =          {http://www-users.york.ac.uk/~mal503/common/thesis/main.html},\n  size =         {200 pages},\n  abstract =     {This thesis introduces a new approach to program\n                 representation in genetic programming in which\n                 interactions between program components are expressed\n                 in terms of a component's behaviour rather through its\n                 relative position within a representation or through\n                 other non-behavioural systems of reference. This\n                 approach has the advantage that a component's behaviour\n                 is expressed in a way that is independent of any\n                 particular program it finds itself within; and thereby\n                 overcomes the problem when using conventional program\n                 representations whereby program components lose their\n                 behavioural context following recombination. More\n                 generally, this implicit context representation leads\n                 to a process of meaningful variation filtering; whereby\n                 inappropriate change induced by variation operators can\n                 be wholly or partially ignored. This occurs as a\n                 consequence of program behaviours emerging from the\n                 self-organisation of program components, ignoring those\n                 components which do not fit the contexts declared by\n                 the other components within the program. This process\n                 results in gradual change within the behaviour of a\n                 program during evolution. This thesis also presents\n                 results which show that implicit context representation\n                 leads to better size evolution characteristics than\n                 conventional genetic programming; and that functional\n                 redundancy and Lamarckian reinforcement learning both\n                 improve evolutionary search, agreeing with previous\n                 research by other authors.},\n}\n\n

\n\n\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Modelling biological evolvability: Implicit context and variation filtering in enzyme genetic programming.\n \n \n \n\n\n \n Lones, M.; and Tyrrell, A.\n\n\n \n\n\n\n . 2003.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{Lones2003ipcat,\n  title = {Modelling biological evolvability: Implicit context and variation filtering in enzyme genetic programming},\n  booktitle = {Proceedings of the 5th International Workshop on Information Processing in Cells and Tissues (IPCAT2003)},\n  year = {2003},\n  author = {Lones, M.A. and Tyrrell, A.M.}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2002\n \n \n (2)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Biomimetic Representation with Enzyme Genetic Programming.\n \n \n \n \n\n\n \n Lones, M. A.; and Tyrrell, A.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines. 2002.\n \n\n\n\n
\n\n\n\n \n \n $\"Biomimetic$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@Article{Lones2002gpem,\n  author  = {Michael Adam Lones and Andy Tyrrell},\n  title   = {Biomimetic Representation with Enzyme Genetic Programming},\n  journal = {Genetic Programming and Evolvable Machines},\n  year    = {2002},\n  doi     = {10.1023/A:1015583926171},\n  url     = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-gpem2002.pdf}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Crossover and bloat in the functionality model of enzyme genetic programming.\n \n \n \n \n\n\n \n Lones, M.; and Tyrrell, A.\n\n\n \n\n\n\n In volume 1, pages 986-991, 2002. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Crossover$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lones2002cec,\n  title = {Crossover and bloat in the functionality model of enzyme genetic programming},\n  journal = {Proceedings of the 2002 Congress on Evolutionary Computation (CEC 2002)},\n  year = {2002},\n  volume = {1},\n  pages = {986-991},\n  author = {Lones, M.A. and Tyrrell, A.M.},\n  publisher = {IEEE},\n  doi = {10.1109/CEC.2002.1007059},\n  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2002.pdf}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n

\n \n 2001\n \n \n (1)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Enzyme genetic programming.\n \n \n \n \n\n\n \n Lones, M.; and Tyrrell, A.\n\n\n \n\n\n\n In Proceedings of the 2001 IEEE Congress on Evolutionary Computation (CEC 2001), volume 2, pages 1183-1190, 2001. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Enzyme$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@InProceedings{Lones2001,\n  title = {Enzyme genetic programming},\n  booktitle = {Proceedings of the 2001 IEEE Congress on Evolutionary Computation (CEC 2001)},\n  year = {2001},\n  volume = {2},\n  pages = {1183-1190},\n  author = {Lones, M.A. and Tyrrell, A.M.},\n  publisher = {IEEE},\n  doi = {10.1109/CEC.2001.934325},\n  url = {http://www.macs.hw.ac.uk/~ml355/common/papers/lones-cec2001.pdf}\n}\n\n

\n\n\n\n

\n\n\n\n\n\n

\n\n\n\n\n

\n\n\n \n\n \n \n \n \n\n